Son Tran

Orcid: 0000-0002-8034-107X

According to our database1, Son Tran authored at least 25 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 




VidLA: Video-Language Alignment at Scale.
CoRR, 2024

UnsMOT: Unified Framework for Unsupervised Multi-Object Tracking with Geometric Topology Guidance.
CoRR, 2023

SurveyLM: A platform to explore emerging value perspectives in augmented language models' behaviors.
CoRR, 2023

A Logic-based Explanation Generation Framework for Classical and Hybrid Planning Problems (Extended Abstract).
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

ProVLA: Compositional Image Search with Progressive Vision-Language Alignment and Multimodal Fusion.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Why do We Need Large Batchsizes in Contrastive Learning? A Gradient-Bias Perspective.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Amazon Shop the Look: A Visual Search System for Fashion and Home.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Vision-Language Pre-Training with Triple Contrastive Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Multi-modal Alignment using Representation Codebook.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

MLIM: Vision-and-Language Model Pre-training with Masked Language and Image Modeling.
CoRR, 2021

Limits of Intelligence and Design Implication.
Proceedings of the Bio-Inspired Information and Communications Technologies, 2021

SensCapsNet: Deep Neural Network for Non-Obtrusive Sensing Based Human Activity Recognition.
IEEE Access, 2020

A Framework of Input Devices to Support Designing Composite Wearable Computers.
Proceedings of the Human-Computer Interaction. Multimodal and Natural Interaction, 2020

Searching for Apparel Products from Images in the Wild.
CoRR, 2019

A Taxonomy for Selecting Wearable Input Devices for Mixed Reality.
Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces, 2019

Reinforcement Learning Framework to Identify Cause of Diseases - Predicting Asthma Attack Case.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

An Architecture for Simulating Drones in Mixed Reality Games to Explore Future Search and Rescue Scenarios.
Proceedings of the 15th International Conference on Information Systems for Crisis Response and Management, 2018

Bidding in Periodic Double Auctions Using Heuristics and Dynamic Monte Carlo Tree Search.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Representation decomposition for knowledge extraction and sharing using restricted Boltzmann machines.
PhD thesis, 2016

Multimedia Event Detection Using Segment-Based Approach for Motion Feature.
J. Signal Process. Syst., 2014

Object-Oriented Knowledge Bases in Logic Programming.
Theory Pract. Log. Program., 2013

A Codeword Visualization Tool for Dense Trajectory Feature.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo Workshops, 2012

MapReduce Programming Model for Matrix Computations.
Proceedings of the 2010 International Conference on Scientific Computing, 2010

Efficient 3D Binary Image Skeletonization.
Proceedings of the Fourth International IEEE Computer Society Computational Systems Bioinformatics Conference Workshops & Poster Abstracts, 2005

A new approach using the Viterbi algorithm in stereo correspondence problem.
Proceedings of the IEEE International Conference on Systems, 2004